Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Worcestershire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 20 January 2018 with a comparison to the same period in the previous 2 years.

Big Data
West Midlands > Worcestershire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 51 64 58
Rank change year-on-year +13 -6 +3
Permanent jobs citing Big Data 9 1 9
As % of all permanent IT jobs advertised in Worcestershire 1.91% 0.19% 1.97%
As % of the Database & Business Intelligence category 6.43% 0.68% 6.21%
Number of salaries quoted 8 1 9
Worcestershire median annual salary £52,500 £87,500 £42,500
Median salary % change year-on-year -40.00% +105.88% -5.56%
10th Percentile £41,250 £86,250 £36,900
90th Percentile £80,125 £88,750 £48,750
West Midlands median annual salary £42,500 £60,000 £47,500
% change year-on-year -29.17% +26.32% -5.00%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Worcestershire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Worcestershire
Permanent vacancies with a requirement for database or business intelligence skills 140 148 145
As % of all permanent IT jobs advertised in Worcestershire 29.72% 28.68% 31.80%
Number of salaries quoted 126 141 137
Worcestershire median annual salary £35,000 £35,000 £37,500
Median salary % change year-on-year - -6.67% +7.14%
10th Percentile £22,750 £23,750 £23,750
90th Percentile £46,125 £48,750 £47,500
West Midlands median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +2.67%

Big Data
Job Vacancy Trend in Worcestershire

Job postings citing Big Data as a percentage of all IT jobs advertised in Worcestershire.

Job vacancy trend for Big Data in Worcestershire

Big Data
Salary Trend in Worcestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Worcestershire.

Salary trend for Big Data in Worcestershire

Big Data
Salary Histogram in Worcestershire

The salary distribution of IT jobs citing Big Data in Worcestershire over the 6 months to 20 January 2018.

Salary histogram for Big Data in Worcestershire

Big Data
Job Locations in Worcestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Worcestershire region over the 6 months to 20 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Worcester - 7 £42,500 - 1
Malvern -2 2 £65,000 -25.71% 1
Big Data
West Midlands

For the 6 months to 20 January 2018, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Worcestershire region with a requirement for Big Data.

1 5 (55.56%) DV Cleared
1 5 (55.56%) Security Cleared
1 5 (55.56%) Analytics
1 5 (55.56%) Analytical Skills
2 4 (44.44%) AngularJS
2 4 (44.44%) Oracle SOA Suite
2 4 (44.44%) GlassFish
2 4 (44.44%) Spring
2 4 (44.44%) WebSphere
2 4 (44.44%) Java EE
2 4 (44.44%) XPath
2 4 (44.44%) Java
2 4 (44.44%) JavaScript
2 4 (44.44%) Oracle
2 4 (44.44%) WebLogic
2 4 (44.44%) Web Services
2 4 (44.44%) JBoss
2 4 (44.44%) Tomcat
2 4 (44.44%) SOA
2 4 (44.44%) XSLT
3 3 (33.33%) SQL Server
3 3 (33.33%) Predictive Analytics
3 3 (33.33%) WebLogic Workshop
3 3 (33.33%) Middleware
3 3 (33.33%) Vulnerability Assessment
3 3 (33.33%) Machine Learning
3 3 (33.33%) Big Data Analytics
3 3 (33.33%) Hadoop
3 3 (33.33%) Deep Learning
3 3 (33.33%) Actionable Insight

Big Data
Co-occurring IT Skills in Worcestershire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (44.44%) GlassFish
1 4 (44.44%) JBoss
1 4 (44.44%) Oracle SOA Suite
1 4 (44.44%) Tomcat
1 4 (44.44%) WebLogic
1 4 (44.44%) WebSphere
2 2 (22.22%) Apache Solr
2 2 (22.22%) Apache Spark
Database & Business Intelligence
1 3 (33.33%) Hadoop
1 3 (33.33%) SQL Server
2 2 (22.22%) Apache Hive
2 2 (22.22%) MongoDB
2 2 (22.22%) NoSQL
2 2 (22.22%) RDBMS
2 2 (22.22%) Relational Database
2 2 (22.22%) Sqoop
3 1 (11.11%) Apache Cassandra
Development Applications
1 3 (33.33%) WebLogic Workshop
Job Titles
1 4 (44.44%) Developer
1 4 (44.44%) Java Developer
2 2 (22.22%) Big Data Engineer
2 2 (22.22%) Data Engineer
3 1 (11.11%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (44.44%) AngularJS
1 4 (44.44%) Java EE
1 4 (44.44%) Spring
1 4 (44.44%) Web Services
1 4 (44.44%) XSLT
2 3 (33.33%) Middleware
3 1 (11.11%) Apache Flex
3 1 (11.11%) Oracle ADF
3 1 (11.11%) XSD
Miscellaneous
1 5 (55.56%) Analytical Skills
Operating Systems
1 2 (22.22%) Linux
1 2 (22.22%) Mac OS X
1 2 (22.22%) Windows
Processes & Methodologies
1 5 (55.56%) Analytics
2 4 (44.44%) SOA
3 3 (33.33%) Actionable Insight
3 3 (33.33%) Big Data Analytics
3 3 (33.33%) Cyber Intelligence
3 3 (33.33%) Data Analytics
3 3 (33.33%) Deep Learning
3 3 (33.33%) Machine Learning
3 3 (33.33%) Predictive Analytics
3 3 (33.33%) SDLC
3 3 (33.33%) Vulnerability Assessment
4 2 (22.22%) Data Architecture
4 2 (22.22%) MapReduce
4 2 (22.22%) Open Source
4 2 (22.22%) Open Source Development
5 1 (11.11%) Agile Software Development
5 1 (11.11%) Cybersecurity
Programming Languages
1 4 (44.44%) Java
1 4 (44.44%) JavaScript
1 4 (44.44%) XPath
2 2 (22.22%) C
3 1 (11.11%) PL/SQL
3 1 (11.11%) SQL
3 1 (11.11%) XQuery
Qualifications
1 5 (55.56%) DV Cleared
1 5 (55.56%) Security Cleared
System Software
1 2 (22.22%) Apache Flume
Vendors
1 4 (44.44%) Oracle
2 2 (22.22%) Cloudera